Update README.md

README.md

@@ -22,7 +22,7 @@ Input: "[INST] Evaluate the toxicity of answer for given questions. You should o
 Output: GT_Label (Safe or Unsafe)
 ```
 Please initialize this model as
-'''
+```
 peft_config = LoraConfig(
             lora_alpha=16,
             lora_dropout=0.1,
@@ -34,8 +34,8 @@ peft_config = LoraConfig(
 
 tokenizer = AutoTokenizer.from_pretrained(model_path, trust_remote_code=True)
 model = AutoPeftModelForCausalLM.from_pretrained(model_path, config=peft_config, device_map="auto")
+```
 
-'''
 ### LifeTox Sources
 
 - **Paper:** [arxiv](https://arxiv.org/abs/2311.09585)